Sales Estimates V7 — Improved model & accuracy
Upgraded model: variant-level forecasts by default, broader catalog coverage, and historical data reprocessed from June 2024 onward.
This release improves DataHawk sales estimates by expanding catalog coverage, moving estimates to the variant level, and reprocessing historical data from June 2024 onward.
What's improved
- Sales estimations now consider more market signals to reflect better demand
- Upgraded our algorithm to enhance the precision of our estimates
- New algorithm allows the estimation of more products on the market than before
- Historical estimates benefit from improvements and removed abnormal spikes
- Estimates are now generated at the variant level and can be rolled up to the parent or brand
Data impact
On June 15, 2026, the full 2024+ history is replaced at once with V7 data. If you need to retain current estimate values, back them up before that date.
⚠️
Full history (June, 2024+) will be replaced on June 15, 2026. Back up current estimate values if needed.
Table changes
💡
Deprecated tables remain live and automatically point to the new data. Existing integrations won't break. We recommend migrating to the active table names above.
PRODUCT
| Table | Status |
|---|---|
PRODUCT_SALES_ESTIMATES | Active; child-level estimates |
PRODUCT_SALES_ESTIMATES_V5 | Deprecated alias → points to V7 data |
PRODUCT_SALES_ESTIMATES_V5_CHILD | Deprecated alias → points to V7 data |
PRODUCT_SALES_ESTIMATES_V5_RAW | Deprecated alias → points to V7 data |
PRODUCT_SALES_ESTIMATES_V6 | Deprecated alias → points to V7 data |
PRODUCT_SALES_ESTIMATES_V6_CHILD | Deprecated alias → points to V7 data |
PRODUCT_SALES_ESTIMATES_V6_RAW | Deprecated alias → points to V7 data |
MARKET
| Table | Status |
|---|---|
PRODUCT_SALES_ESTIMATES | Active (new) |
PRODUCT_SALES_ESTIMATES_V5_RAW | Deprecated alias → points to V7 data |
PRODUCT_SALES_ESTIMATES_V6_RAW | Deprecated alias → points to V7 data |
REPORTS
| Table | Status |
|---|---|
REPORT_MARKET_BEST_SELLER_RANK_AND_ESTIMATES | Active |
REPORT_MARKET_BEST_SELLER_RANK_AND_ESTIMATES_V6 | Deprecated alias → points to V7 data |
REPORT_MARKET_PRODUCT_SALES_RANK_AND_ESTIMATES | Deprecated alias → points to V7 data |